phi-2-irepo-chatml-v16-i1 / trainer_state.json
lole25's picture
Model save
b6f6aaa verified
raw
history blame contribute delete
No virus
16.1 kB
{
"best_metric": null,
"best_model_checkpoint": null,
"epoch": 0.9984,
"eval_steps": 500,
"global_step": 312,
"is_hyper_param_search": false,
"is_local_process_zero": true,
"is_world_process_zero": true,
"log_history": [
{
"epoch": 0.0,
"learning_rate": 1.5625e-07,
"logits/chosen": 0.184401273727417,
"logits/rejected": 0.45644012093544006,
"logps/chosen": -431.40997314453125,
"logps/rejected": -374.7772521972656,
"loss": 0.1668,
"rewards/accuracies": 0.0,
"rewards/chosen": 0.0,
"rewards/margins": 0.0,
"rewards/rejected": 0.0,
"step": 1
},
{
"epoch": 0.03,
"learning_rate": 1.5625e-06,
"logits/chosen": 0.19659145176410675,
"logits/rejected": 0.16923505067825317,
"logps/chosen": -399.8372802734375,
"logps/rejected": -407.80474853515625,
"loss": 0.2135,
"rewards/accuracies": 0.3055555522441864,
"rewards/chosen": -0.001171681797131896,
"rewards/margins": -4.31987973570358e-05,
"rewards/rejected": -0.001128483098000288,
"step": 10
},
{
"epoch": 0.06,
"learning_rate": 3.125e-06,
"logits/chosen": 0.19973915815353394,
"logits/rejected": 0.2067337930202484,
"logps/chosen": -425.3497619628906,
"logps/rejected": -433.87921142578125,
"loss": 0.2124,
"rewards/accuracies": 0.38749998807907104,
"rewards/chosen": -0.0007560320082120597,
"rewards/margins": 8.589267963543534e-06,
"rewards/rejected": -0.0007646213052794337,
"step": 20
},
{
"epoch": 0.1,
"learning_rate": 4.6875000000000004e-06,
"logits/chosen": 0.18633976578712463,
"logits/rejected": 0.30335497856140137,
"logps/chosen": -459.7779235839844,
"logps/rejected": -473.452392578125,
"loss": 0.1993,
"rewards/accuracies": 0.42500001192092896,
"rewards/chosen": -0.0007412955746985972,
"rewards/margins": 0.00032791445846669376,
"rewards/rejected": -0.0010692101204767823,
"step": 30
},
{
"epoch": 0.13,
"learning_rate": 4.989935734988098e-06,
"logits/chosen": 0.13782885670661926,
"logits/rejected": 0.31285157799720764,
"logps/chosen": -400.82794189453125,
"logps/rejected": -394.58905029296875,
"loss": 0.2101,
"rewards/accuracies": 0.4312500059604645,
"rewards/chosen": -0.0014155835378915071,
"rewards/margins": 0.0005916984518989921,
"rewards/rejected": -0.0020072818733751774,
"step": 40
},
{
"epoch": 0.16,
"learning_rate": 4.949188496058089e-06,
"logits/chosen": 0.1621820479631424,
"logits/rejected": 0.3057764172554016,
"logps/chosen": -386.84515380859375,
"logps/rejected": -372.78460693359375,
"loss": 0.1983,
"rewards/accuracies": 0.4000000059604645,
"rewards/chosen": -0.003419263754040003,
"rewards/margins": 0.0011660968884825706,
"rewards/rejected": -0.0045853606425225735,
"step": 50
},
{
"epoch": 0.19,
"learning_rate": 4.8776412907378845e-06,
"logits/chosen": 0.12111353874206543,
"logits/rejected": 0.23442435264587402,
"logps/chosen": -416.0478515625,
"logps/rejected": -421.8002014160156,
"loss": 0.2125,
"rewards/accuracies": 0.46875,
"rewards/chosen": -0.0044263326562941074,
"rewards/margins": 0.0019439695170149207,
"rewards/rejected": -0.006370303221046925,
"step": 60
},
{
"epoch": 0.22,
"learning_rate": 4.7761938666470405e-06,
"logits/chosen": 0.18056654930114746,
"logits/rejected": 0.24711184203624725,
"logps/chosen": -412.12152099609375,
"logps/rejected": -416.8878479003906,
"loss": 0.2155,
"rewards/accuracies": 0.5,
"rewards/chosen": -0.0073882960714399815,
"rewards/margins": 0.0029027846176177263,
"rewards/rejected": -0.010291079990565777,
"step": 70
},
{
"epoch": 0.26,
"learning_rate": 4.646121984004666e-06,
"logits/chosen": 0.11649110168218613,
"logits/rejected": 0.18730294704437256,
"logps/chosen": -455.03399658203125,
"logps/rejected": -423.7317810058594,
"loss": 0.2059,
"rewards/accuracies": 0.48124998807907104,
"rewards/chosen": -0.01960514858365059,
"rewards/margins": 0.0047067212872207165,
"rewards/rejected": -0.024311870336532593,
"step": 80
},
{
"epoch": 0.29,
"learning_rate": 4.4890613722044526e-06,
"logits/chosen": 0.13214334845542908,
"logits/rejected": 0.1627044379711151,
"logps/chosen": -420.0687561035156,
"logps/rejected": -419.1974182128906,
"loss": 0.1974,
"rewards/accuracies": 0.48124998807907104,
"rewards/chosen": -0.036356501281261444,
"rewards/margins": 0.009195582941174507,
"rewards/rejected": -0.0455520860850811,
"step": 90
},
{
"epoch": 0.32,
"learning_rate": 4.3069871595684795e-06,
"logits/chosen": 0.09840121865272522,
"logits/rejected": 0.19065344333648682,
"logps/chosen": -573.3145751953125,
"logps/rejected": -588.6065063476562,
"loss": 0.1903,
"rewards/accuracies": 0.48750001192092896,
"rewards/chosen": -0.07631657272577286,
"rewards/margins": 0.014788051135838032,
"rewards/rejected": -0.09110463410615921,
"step": 100
},
{
"epoch": 0.35,
"learning_rate": 4.102189034962561e-06,
"logits/chosen": 0.03982686251401901,
"logits/rejected": 0.06170179322361946,
"logps/chosen": -483.71844482421875,
"logps/rejected": -537.0131225585938,
"loss": 0.1974,
"rewards/accuracies": 0.4937500059604645,
"rewards/chosen": -0.09070506691932678,
"rewards/margins": 0.014559125527739525,
"rewards/rejected": -0.10526418685913086,
"step": 110
},
{
"epoch": 0.38,
"learning_rate": 3.8772424536302565e-06,
"logits/chosen": 0.018964925780892372,
"logits/rejected": 0.08643153309822083,
"logps/chosen": -517.4832763671875,
"logps/rejected": -530.7005615234375,
"loss": 0.2021,
"rewards/accuracies": 0.53125,
"rewards/chosen": -0.1091010719537735,
"rewards/margins": 0.02261071279644966,
"rewards/rejected": -0.13171178102493286,
"step": 120
},
{
"epoch": 0.42,
"learning_rate": 3.634976249348867e-06,
"logits/chosen": 0.055875927209854126,
"logits/rejected": 0.0218794047832489,
"logps/chosen": -516.7933959960938,
"logps/rejected": -543.1007690429688,
"loss": 0.1878,
"rewards/accuracies": 0.48750001192092896,
"rewards/chosen": -0.1324981302022934,
"rewards/margins": 0.03664865717291832,
"rewards/rejected": -0.1691468060016632,
"step": 130
},
{
"epoch": 0.45,
"learning_rate": 3.3784370602033572e-06,
"logits/chosen": -0.0752568170428276,
"logits/rejected": 0.07607444375753403,
"logps/chosen": -510.17987060546875,
"logps/rejected": -535.81494140625,
"loss": 0.1899,
"rewards/accuracies": 0.4437499940395355,
"rewards/chosen": -0.13363127410411835,
"rewards/margins": 0.040403980761766434,
"rewards/rejected": -0.1740352362394333,
"step": 140
},
{
"epoch": 0.48,
"learning_rate": 3.1108510153447352e-06,
"logits/chosen": -0.08575725555419922,
"logits/rejected": -0.02042851224541664,
"logps/chosen": -584.4342041015625,
"logps/rejected": -560.9251708984375,
"loss": 0.2106,
"rewards/accuracies": 0.42500001192092896,
"rewards/chosen": -0.163564532995224,
"rewards/margins": 0.027438053861260414,
"rewards/rejected": -0.19100257754325867,
"step": 150
},
{
"epoch": 0.51,
"learning_rate": 2.835583164544139e-06,
"logits/chosen": 0.0028429715894162655,
"logits/rejected": 0.10017697513103485,
"logps/chosen": -546.78515625,
"logps/rejected": -583.113525390625,
"loss": 0.2005,
"rewards/accuracies": 0.5062500238418579,
"rewards/chosen": -0.13426996767520905,
"rewards/margins": 0.034793704748153687,
"rewards/rejected": -0.16906365752220154,
"step": 160
},
{
"epoch": 0.54,
"learning_rate": 2.556095160739513e-06,
"logits/chosen": -0.0652703195810318,
"logits/rejected": 0.08785363286733627,
"logps/chosen": -474.89013671875,
"logps/rejected": -519.8175048828125,
"loss": 0.1939,
"rewards/accuracies": 0.45625001192092896,
"rewards/chosen": -0.11705396324396133,
"rewards/margins": 0.03326694667339325,
"rewards/rejected": -0.150320902466774,
"step": 170
},
{
"epoch": 0.58,
"learning_rate": 2.2759017277414165e-06,
"logits/chosen": -0.06097496673464775,
"logits/rejected": -0.00452041020616889,
"logps/chosen": -511.9466247558594,
"logps/rejected": -552.163330078125,
"loss": 0.1901,
"rewards/accuracies": 0.48750001192092896,
"rewards/chosen": -0.12096891552209854,
"rewards/margins": 0.03578288108110428,
"rewards/rejected": -0.15675179660320282,
"step": 180
},
{
"epoch": 0.61,
"learning_rate": 1.9985264605418185e-06,
"logits/chosen": -0.005833833012729883,
"logits/rejected": 0.08312544971704483,
"logps/chosen": -529.5341796875,
"logps/rejected": -528.4331665039062,
"loss": 0.1788,
"rewards/accuracies": 0.48124998807907104,
"rewards/chosen": -0.12104544788599014,
"rewards/margins": 0.03279378265142441,
"rewards/rejected": -0.15383923053741455,
"step": 190
},
{
"epoch": 0.64,
"learning_rate": 1.7274575140626318e-06,
"logits/chosen": -0.053509682416915894,
"logits/rejected": -0.0027845636941492558,
"logps/chosen": -601.9525146484375,
"logps/rejected": -663.5382690429688,
"loss": 0.1869,
"rewards/accuracies": 0.574999988079071,
"rewards/chosen": -0.1414756029844284,
"rewards/margins": 0.056746870279312134,
"rewards/rejected": -0.19822247326374054,
"step": 200
},
{
"epoch": 0.67,
"learning_rate": 1.466103737583699e-06,
"logits/chosen": -0.005456715822219849,
"logits/rejected": -0.13148556649684906,
"logps/chosen": -496.91949462890625,
"logps/rejected": -558.6058959960938,
"loss": 0.1844,
"rewards/accuracies": 0.4437499940395355,
"rewards/chosen": -0.13160409033298492,
"rewards/margins": 0.049931664019823074,
"rewards/rejected": -0.1815357506275177,
"step": 210
},
{
"epoch": 0.7,
"learning_rate": 1.217751806485235e-06,
"logits/chosen": -0.046624261885881424,
"logits/rejected": -0.01640903949737549,
"logps/chosen": -458.24212646484375,
"logps/rejected": -496.15985107421875,
"loss": 0.195,
"rewards/accuracies": 0.46875,
"rewards/chosen": -0.11825968325138092,
"rewards/margins": 0.04362802952528,
"rewards/rejected": -0.16188772022724152,
"step": 220
},
{
"epoch": 0.74,
"learning_rate": 9.855248903979505e-07,
"logits/chosen": -0.058581192046403885,
"logits/rejected": 0.12358301877975464,
"logps/chosen": -599.2974853515625,
"logps/rejected": -605.1329345703125,
"loss": 0.1807,
"rewards/accuracies": 0.5249999761581421,
"rewards/chosen": -0.14849095046520233,
"rewards/margins": 0.043377481400966644,
"rewards/rejected": -0.19186842441558838,
"step": 230
},
{
"epoch": 0.77,
"learning_rate": 7.723433775328385e-07,
"logits/chosen": -0.04961230233311653,
"logits/rejected": 0.06744717061519623,
"logps/chosen": -500.963134765625,
"logps/rejected": -533.319580078125,
"loss": 0.1874,
"rewards/accuracies": 0.512499988079071,
"rewards/chosen": -0.1264745444059372,
"rewards/margins": 0.0465153343975544,
"rewards/rejected": -0.1729898750782013,
"step": 240
},
{
"epoch": 0.8,
"learning_rate": 5.808881491049723e-07,
"logits/chosen": -0.012030300684273243,
"logits/rejected": -0.08321252465248108,
"logps/chosen": -509.8011169433594,
"logps/rejected": -570.6807861328125,
"loss": 0.1886,
"rewards/accuracies": 0.5249999761581421,
"rewards/chosen": -0.1262587606906891,
"rewards/margins": 0.05674763396382332,
"rewards/rejected": -0.1830063760280609,
"step": 250
},
{
"epoch": 0.83,
"learning_rate": 4.1356686569674344e-07,
"logits/chosen": -0.07445530593395233,
"logits/rejected": 0.04640640690922737,
"logps/chosen": -479.8208923339844,
"logps/rejected": -571.5008544921875,
"loss": 0.192,
"rewards/accuracies": 0.48750001192092896,
"rewards/chosen": -0.1300186812877655,
"rewards/margins": 0.055131178349256516,
"rewards/rejected": -0.18514983355998993,
"step": 260
},
{
"epoch": 0.86,
"learning_rate": 2.7248368952908055e-07,
"logits/chosen": -0.024127716198563576,
"logits/rejected": 0.048486463725566864,
"logps/chosen": -492.6990661621094,
"logps/rejected": -528.9088134765625,
"loss": 0.1872,
"rewards/accuracies": 0.4375,
"rewards/chosen": -0.1340349167585373,
"rewards/margins": 0.04594132676720619,
"rewards/rejected": -0.17997623980045319,
"step": 270
},
{
"epoch": 0.9,
"learning_rate": 1.59412823400657e-07,
"logits/chosen": -0.0358465239405632,
"logits/rejected": 0.059707850217819214,
"logps/chosen": -528.1822509765625,
"logps/rejected": -566.1701049804688,
"loss": 0.1907,
"rewards/accuracies": 0.4625000059604645,
"rewards/chosen": -0.1274920403957367,
"rewards/margins": 0.05404983088374138,
"rewards/rejected": -0.18154187500476837,
"step": 280
},
{
"epoch": 0.93,
"learning_rate": 7.577619905828281e-08,
"logits/chosen": -0.04293031617999077,
"logits/rejected": -0.02192228101193905,
"logps/chosen": -562.0809936523438,
"logps/rejected": -616.6372680664062,
"loss": 0.1825,
"rewards/accuracies": 0.5625,
"rewards/chosen": -0.13138429820537567,
"rewards/margins": 0.05358911678195,
"rewards/rejected": -0.18497340381145477,
"step": 290
},
{
"epoch": 0.96,
"learning_rate": 2.262559558016325e-08,
"logits/chosen": 0.016219165176153183,
"logits/rejected": -0.03756276145577431,
"logps/chosen": -530.8041381835938,
"logps/rejected": -577.8040161132812,
"loss": 0.1984,
"rewards/accuracies": 0.4749999940395355,
"rewards/chosen": -0.12510040402412415,
"rewards/margins": 0.048407431691884995,
"rewards/rejected": -0.17350783944129944,
"step": 300
},
{
"epoch": 0.99,
"learning_rate": 6.294126437336734e-10,
"logits/chosen": -0.057995982468128204,
"logits/rejected": -0.08621449768543243,
"logps/chosen": -543.5442504882812,
"logps/rejected": -563.89599609375,
"loss": 0.1927,
"rewards/accuracies": 0.4937500059604645,
"rewards/chosen": -0.13217976689338684,
"rewards/margins": 0.04179350286722183,
"rewards/rejected": -0.17397327721118927,
"step": 310
},
{
"epoch": 1.0,
"step": 312,
"total_flos": 0.0,
"train_loss": 0.19580436278230104,
"train_runtime": 2618.6186,
"train_samples_per_second": 3.819,
"train_steps_per_second": 0.119
}
],
"logging_steps": 10,
"max_steps": 312,
"num_input_tokens_seen": 0,
"num_train_epochs": 1,
"save_steps": 100,
"total_flos": 0.0,
"train_batch_size": 4,
"trial_name": null,
"trial_params": null
}